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MCP Catalog

Browse 41 Model Context Protocol servers · oci · AI & Machine LearningClear

ai.apithreshold/apithresholdOfficial
APIThreshold

Quality scoring and progressive gates for AI-generated API tests. Stripe/Twilio profiles. Free tier.

Development & CodingAI & Machine Learning
v0.1.0oci
ai.com.mcp/hapi-mcpOfficial
HAPI MCP Server

HAPI MCP server: Dynamically exposes OpenAPI REST APIs as MCP tools for AI assistants

Development & CodingAI & Machine Learning
v0.6.0ociremote
co.promptguard/securityOfficial
PromptGuard

Scan prompts for injection attacks, redact PII, and audit LLM SDK usage from any MCP client

SecurityAI & Machine Learning
v1.0.0pypinpmoci
com.knitli/codeweaverOfficial

Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.

Development & CodingAI & Machine Learning
12Pythonv0.1.0-alpha.3pypioci
com.mcparmory/elevenlabsOfficial

Convert text to speech, transcribe audio, and dub videos with AI voices

Media & DesignAI & Machine Learning
27Pythonv1.0.3pypioci
com.mcparmory/perplexityOfficial

Search the web, generate AI responses, and create embeddings with real-time information

Search & WebAI & Machine Learning
27Pythonv1.0.2pypioci
com.mcparmory/ragieOfficial

Ingest, manage, and retrieve documents for RAG-powered AI applications

Data & DatabasesAI & Machine Learning
27Pythonv1.0.2pypioci
com.mcparmory/replicateOfficial

Run AI models, create deployments, and manage predictions via cloud API

AI & Machine Learning
27Pythonv1.0.2pypioci
com.scriptivox.www/transcriptionOfficial

AI transcription from URLs or files. 119 languages, diarization, SRT/VTT/text export.

Media & DesignAI & Machine Learning
16TypeScriptv1.1.3npmoci
com.solonai/grantaiOfficial
GrantAi Memory

Persistent memory for AI agents. Infinite context with sub-millisecond recall.

Knowledge & MemoryAI & Machine Learning
0v1.8.6mcpboci
com.unifiedoffer/mcp-serverOfficial
Unified Offer Protocol MCP Server

AI-powered product search, affiliate links, and price negotiation for e-commerce platforms

Commerce & MarketingAI & Machine Learning
v2.0.2npmpypiociremote
io.github.AperionAI/shieldOfficial
Aperion Shield

Local guardrail proxy that blocks destructive MCP tool calls, rug pulls, and tool poisoning

SecurityAI & Machine Learning
5Rustv1.0.1oci
io.github.CAST-Extend/imaging-mcp-serverOfficial
CAST Imaging MCP Server

MCP server exposing CAST Imaging software architecture insights to AI agents

Development & CodingAI & Machine Learning
v3.0.3oci
io.github.Destrayon/connapseOfficial
Connapse

Self-hosted knowledge backend for AI agents with hybrid search and MCP tools

Knowledge & MemoryAI & Machine Learning
14C#v0.3.2oci
io.github.LabForgeDev/copilot-memory-mcpOfficial
Copilot Memory MCP

Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.

Knowledge & MemoryAI & Machine Learning
1Pythonv1.0.0oci
io.github.Lore-Context/lore-context-mcpOfficial
Lore Context

Governed AI-agent memory, Evidence Ledger traces, evals, and portable context tools.

Knowledge & MemoryAI & Machine Learning
4TypeScriptv0.6.0-alpha.1npmoci
io.github.Lyellr88/marm-mcp-serverOfficial

Universal MCP Server with advanced AI memory capabilities and semantic search.

Knowledge & MemoryAI & Machine Learning
306Pythonv2.15.2pypioci
io.github.R09722akaBennett/nano-pdf-mcpOfficial
NanoPDF

AI-powered PDF editing and generation MCP server using Gemini Pro.

Media & DesignAI & Machine Learning
1Pythonv0.1.0oci
io.github.VictoriaMetrics/mcp-vmanomalyOfficial

MCP Server for vmanomaly - VictoriaMetrics anomaly detection

Cloud & DevOpsAI & Machine Learning
8Gov0.2.7oci
io.github.alphaonedev/ai-memoryOfficial

Persistent memory for any AI — zero token cost until recall

Knowledge & MemoryAI & Machine Learning
33Rustv0.5.1oci
io.github.ariffazil/aaa-mcpOfficial

Constitutional AI Governance with 13 enforced floors (F1-F13) and tri-witness consensus for LLMs.

AI & Machine LearningSecurity
48Pythonv60.0.0pypioci
io.github.ariffazil/arifos-mcpOfficial

Constitutional AI governance server with 5-organ Trinity and enforced floors F1-F13.

AI & Machine LearningSecurity
48Pythonv2026.2.23pypioci
io.github.ashfordeOU/kshana-mcpOfficial
Kshana PNT-resilience simulator

Run the validated Kshana PNT-resilience simulator (orbits, frames, GNSS, fusion) from an AI agent.

AI & Machine Learning
3Rustv0.23.0oci
io.github.ayushagrawal288/memexOfficial
memex

Persistent memory for AI agents — semantic + recency search, ONNX embeddings, Docker Compose.

Knowledge & MemoryAI & Machine Learning
1Pythonv0.1.0oci